Biologically Motivated Computer Vision: First IEEE International Workshop BMCV 2000, Seoul, Korea, May 15-17, 2000 Proceedings

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Seong-Whang Lee, Heinrich H. Bülthoff, Tomaso Poggio
Springer Science & Business Media, May 3, 2000 - Computers - 662 pages
It is our great pleasure and honor to organize the First IEEE Computer Society International Workshop on Biologically Motivated Computer Vision (BMCV 2000). The workshop BMCV 2000 aims to facilitate debates on biologically motivated vision systems and to provide an opportunity for researchers in the area of vision to see and share the latest developments in state-of-the-art technology. The rapid progress being made in the field of computer vision has had a tremendous impact on the modeling and implementation of biologically motivated computer vision. A multitude of new advances and findings in the domain of computer vision will be presented at this workshop. By December 1999 a total of 90 full papers had been submitted from 28 countries. To ensure the high quality of workshop and proceedings, the program committee selected and accepted 56 of them after a thorough review process. Of these papers 25 will be presented in 5 oral sessions and 31 in a poster session. The papers span a variety of topics in computer vision from computational theories to their implementation. In addition to these excellent presentations, there will be eight invited lectures by distinguished scientists on “hot” topics. We must add that the program committee and the reviewers did an excellent job within a tight schedule.
 

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Contents

A New Framework for Object Categorization in Cortex
1
The Perception of Spatial Layout in a Virtual World
10
Towards a Computational Model for Object Recognition in IT Cortex
20
An Approach Motivated by the Jumping Spider Visual System
32
Distinctive Features Should Be Learned
52
Moving Object Segmentation Based on Human Visual Sensitivity
62
Object Classification Using a FragmentBased Representation
73
Confrontation of Retinal Adaptation Model with Key Features of Psychophysical Gain Behavior Dynamics
88
Automatic Generation of PhotoRealistic Mosaic Image
343
The Effect of Color Differences on the Detection of the Target in Visual Search
353
A ColorTriangleBased Approach to the Detection of Human Face
359
Multiple People Tracking Using an Appearance Model Based on Temporal Color
369
Face and Facial Landmarks Location Based on LogPolar Mapping
379
BiologyInspired Early Vision System for a Spike Processing Neurocomputer
387
A New Line Segment Grouping Method for Finding Globally Optimal Line Segments
397
A BiologicallyMotivated Approach to Image Representation and Its Application to Neuromorphology
407

PolarizationBased Orientation in a Natural Environment
98
Computation Model of Eye Movement in Reading Using Foveated Vision
108
New Eyes for Shape and Motion Estimation
118
TopDown Attention Control at Feature Space for Robust Pattern Recognition
129
A Model for Visual Camouflage Breaking
139
Development of a Biologically Inspired RealTime Visual Attention System
150
RealTime Visual Tracking Insensitive to ThreeDimensional Rotation of Objects
160
Heading Perception and Moving Objects
168
Dynamic Vergence Using Disparity Flux
179
curve inference and stereo correspondence
189
Active Vision from Multiple Cues
209
An Efficient Data Structure for Feature Extraction in a Foveated Environment
217
Parallel Trellis Based Stereo Matching Using Constraints
227
Unsupervised Learning of Biologically Plausible Object Recognition Strategies
238
Structured Kalman Filter for Tracking Partially Occluded Moving Objects
248
Face Recognition under Varying Views
258
Time Delay Effects on Dynamic Patterns in a Coupled Neural Model
268
PoseIndependent Object Representation by 2D Views
276
An Image Enhancement Technique Based on Wavelets
286
A Multiscale Geometry Engine
297
Face Reconstruction Using a Small Set of Feature Points
308
Modeling Character Superiority Effect in Korean Characters by Using IAM
316
WaveletBased Stereo Vision
326
A Neural Network Model for LongRange Contour Diffusion by Visual Cortex
336
A Fast Circular Edge Detector for the Iris Region Segmentation
417
Face Recognition Using Foveal Vision
424
Fast Distance Computation with a Stereo HeadEye System
434
Bioinspired Texture Segmentation Architectures
444
3D Facial Feature Extraction and Global Motion Recovery Using Multimodal Information
453
Evaluation of Adaptive NNRBF Classifier Using Gaussian Mixture Density Estimates
463
Scene Segmentation by Chaotic Synchronization and Desynchronization
473
Electronic Circuit Model of Color Sensitive Retinal Cell Network
482
The Role of Natural Image Statistics in Biological Motion Estimation
492
Enhanced Fisherfaces for Robust Face Recognition
502
A Humanoid Vision System for Versatile Interaction
512
The Spectral Independent Components of Natural Scenes
527
Topographic ICA as a Model of Natural Image Statistics
535
Independent Component Analysis of Face Images
545
Orientation Contrast Detection in SpaceVariant Images
554
Multiple Object Tracking in Multiresolution Image Sequences
564
Tangent Fields from Population Coding
584
Efficient Search Technique for Hand Gesture Tracking in Three Dimensions
594
Robust RealTime Motion Estimation from Long Image Sequences Using Kalman Filtering
602
TCombNET A Neural Network Dedicated to Hand Gesture Recognition
613
Neural Network Models
623
Temporal Structure in the Input to Vision Can Promote Spatial Grouping
635
Author Index
654
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